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Volumn , Issue , 2011, Pages 777-784

SampleRank: Training factor graphs with atomic gradients

Author keywords

[No Author keywords available]

Indexed keywords

CONTRASTIVE DIVERGENCE; COREFERENCE; ERROR REDUCTION; ESTIMATING PARAMETERS; GRAPHICAL MODEL; LOSS FUNCTIONS; STOCHASTIC GRADIENT; TRAINING FACTOR;

EID: 80053457712     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (42)

References (22)
  • 3
    • 12344268988 scopus 로고    scopus 로고
    • Uncertain convex programs: Randomized solutions and confidence levels
    • DOI 10.1007/s10107-003-0499-y
    • Calafiore, G. and Campi, M. C. Uncertain convex programs: Randomized solutions and confidence levels. Mathematical Programming, 102:25-46, 2005. (Pubitemid 40134690)
    • (2005) Mathematical Programming , vol.102 , Issue.1 , pp. 25-46
    • Calafiore, G.1    Campi, M.C.2
  • 6
    • 5544258192 scopus 로고    scopus 로고
    • On constraint sampling in the linear programming approach to approximate dynamic programming
    • Farias, D. P. De and Roy, B. Van. On constraint sampling in the linear programming approach to approximate dynamic programming. Math. of Op. Research, 29(3):462-478, 2004.
    • (2004) Math. of Op. Research , vol.29 , Issue.3 , pp. 462-478
    • De Farias, D.P.1    Van, R.B.2
  • 8
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • ISSN 0899-7667
    • Hinton, Geoffrey E. Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8): 1771-1800, 2002. ISSN 0899-7667.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 9
    • 69549111057 scopus 로고    scopus 로고
    • Cutting-plane training of structural svms
    • Joachims, Thorsten, Finley, Thomas, and Yu, Chun-Nam John. Cutting-plane training of structural svms. Machine Learning, 77(1):27-59, 2009.
    • (2009) Machine Learning , vol.77 , Issue.1 , pp. 27-59
    • Joachims, T.1    Finley, T.2    Yu, C.-N.J.3
  • 21
    • 56449086223 scopus 로고    scopus 로고
    • Training restricted boltzmann machines using approximations to the likelihood gradient
    • Tieleman, Tijmen. Training restricted boltzmann machines using approximations to the likelihood gradient. In Proc. International Conference on Machine Learning, pp. 1064-1071, 2008.
    • (2008) Proc. International Conference on Machine Learning , pp. 1064-1071
    • Tieleman, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.